Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "48"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 48 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 159 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 156 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 48, Node N06:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459976 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.068475 0.818236 0.352584 1.733252 -0.485328 2.348420 -0.476889 -1.878955 0.5980 0.6170 0.3840 nan nan
2459975 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.031166 0.893797 0.352527 1.781967 -0.925313 2.662238 -0.505938 -1.857651 0.5946 0.6135 0.3892 nan nan
2459974 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.015446 0.772301 0.432090 1.841690 -0.418342 2.803058 -0.687532 -3.076068 0.5998 0.6171 0.3872 nan nan
2459973 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.093660 0.780483 0.507325 1.580827 -0.533839 1.807235 -0.670552 -1.737429 0.6159 0.6332 0.3895 nan nan
2459972 not_connected 100.00% 90.86% 91.94% 0.00% - - 110.529759 105.161054 inf inf 2454.194828 2446.943585 4367.476317 4269.085888 0.4365 0.3769 0.3489 nan nan
2459971 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.151670 0.762045 0.428946 2.020777 -0.611862 2.946145 0.448216 -1.350606 0.5958 0.6157 0.3944 nan nan
2459970 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.080161 1.025867 0.753779 2.147058 -0.597581 2.975060 0.830391 -1.403972 0.6011 0.6181 0.3894 nan nan
2459969 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.046610 0.946889 0.790848 1.806482 -0.979624 2.592695 -1.591948 -2.376635 0.6123 0.6266 0.3904 nan nan
2459968 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.043875 -0.199343 1.003454 2.248465 -0.665511 3.883188 0.187524 1.676008 0.7035 0.7088 0.2833 nan nan
2459967 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.246060 1.014193 0.895784 2.586431 -0.818348 3.498134 0.186936 -0.953714 0.5961 0.6162 0.3777 nan nan
2459966 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.502360 1.127545 0.863259 2.382547 -0.725748 3.270697 0.147185 -1.216996 0.5977 0.6191 0.3825 nan nan
2459965 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.211961 1.093780 0.711671 2.033618 -0.693802 1.845377 0.583659 0.056273 0.6036 0.6238 0.3697 nan nan
2459964 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.251362 0.192134 0.673969 2.267004 -0.452453 2.293655 -0.256631 0.660860 0.6558 0.6667 0.3336 nan nan
2459963 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.355757 -0.100411 0.664817 2.053081 -0.399444 0.491977 -0.007020 1.080591 0.6952 0.6945 0.2601 nan nan
2459962 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.261304 0.300755 0.473848 2.378769 -1.054475 1.319355 -0.381323 0.494556 0.6530 0.6671 0.3365 nan nan
2459961 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.316373 0.154823 0.642008 2.142178 -1.351007 1.385625 -0.653188 1.195839 0.7206 0.7132 0.2506 nan nan
2459960 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.007133 0.816113 0.730253 2.315330 -0.972786 1.430249 -0.731286 -0.075661 0.6421 0.6512 0.3316 nan nan
2459959 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.507001 0.827812 0.380222 2.170535 -0.991422 1.958773 -0.734663 -1.661121 0.6203 0.6394 0.3818 nan nan
2459958 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.149760 0.948465 0.651444 2.274742 -0.856743 1.813604 -0.193312 -1.547749 0.6184 0.6366 0.3875 nan nan
2459957 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.074829 0.820931 0.791786 2.344345 -0.631581 2.662574 0.234158 -1.346906 0.5987 0.6215 0.3883 nan nan
2459956 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.816996 0.403306 0.882460 2.364410 -0.974874 2.364058 -0.011519 1.319211 0.6388 0.6468 0.3286 nan nan
2459955 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.084630 0.820708 0.688180 2.211133 -0.932879 2.214281 -0.254352 -1.914663 0.5972 0.6226 0.3919 nan nan
2459954 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.014413 1.271190 1.040080 2.318846 -1.122212 2.633795 -0.779482 -2.594888 0.5958 0.6202 0.3988 nan nan
2459953 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.010580 1.104005 0.905355 2.347947 -0.931056 2.521346 -0.567178 -1.707484 0.6128 0.6369 0.3957 nan nan
2459952 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.081988 1.426029 1.118892 2.286465 -0.914381 2.058579 -1.169438 -2.733074 0.6164 0.6372 0.3987 nan nan
2459951 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.137033 0.925587 0.695377 1.786069 -0.768258 2.100394 -1.951305 -2.739286 0.6284 0.6494 0.3977 nan nan
2459950 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.160726 1.220842 0.868384 1.955443 -0.846702 2.509874 -0.861694 -2.236503 0.6195 0.6392 0.4020 nan nan
2459949 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.245272 0.997174 0.587339 1.782573 -0.809323 2.147608 -1.323968 -2.027257 0.6134 0.6318 0.4018 nan nan
2459948 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.335091 0.793545 0.730720 2.088175 -0.986821 1.810240 -1.169328 -1.353058 0.6401 0.6643 0.3834 nan nan
2459947 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.282947 1.658942 0.267558 1.321245 -1.081681 0.988229 -1.119578 -0.751880 0.6464 0.6495 0.3692 nan nan
2459946 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.136280 0.783549 0.241103 1.453422 0.162111 1.797551 5.661363 -2.444535 0.6180 0.6421 0.3938 nan nan
2459945 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.429071 0.714636 0.111038 1.117419 -0.026598 1.290700 -0.684450 -2.580779 0.6258 0.6451 0.3934 nan nan
2459944 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.534366 0.675263 0.173645 1.303100 -1.104121 1.045660 1.069769 -1.709478 0.6316 0.6533 0.3937 nan nan
2459943 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.451065 0.590625 0.323754 1.273028 0.668924 1.440837 0.212280 -1.611434 0.6328 0.6557 0.3966 nan nan
2459942 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.352401 0.859246 0.198476 1.440762 0.267992 1.764870 0.130121 -1.758648 0.6289 0.6438 0.3888 nan nan
2459941 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.057195 0.760379 0.149950 1.349901 -0.922858 1.870030 4.421023 -1.681181 0.6136 0.6368 0.4076 nan nan
2459940 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.344599 0.415552 -0.096849 0.978793 -1.150415 1.510021 4.939571 -2.143831 0.6174 0.6408 0.4059 nan nan
2459939 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.144012 0.365174 0.090530 1.074316 0.564929 1.393554 0.711435 -1.653389 0.6264 0.6439 0.4013 nan nan
2459938 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.103459 0.384583 0.232679 1.311804 1.497991 1.155975 1.691946 -0.819691 0.6271 0.6464 0.3957 nan nan
2459937 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.108648 0.449204 -0.206533 1.373292 1.766557 1.176716 -0.313947 -1.483579 0.6405 0.6663 0.3789 nan nan
2459936 not_connected 100.00% 100.00% 100.00% 0.00% - - 193.828446 193.875199 inf inf 3740.480006 3780.872480 902.697246 916.120651 nan nan nan nan nan
2459935 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.021940 0.796921 0.454879 1.535495 -1.171936 0.975480 2.236520 -2.204367 0.6093 0.6305 0.3873 nan nan
2459934 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.272219 1.405945 0.935849 2.040410 0.154614 1.582865 0.599316 -1.751034 0.6296 0.6535 0.3974 nan nan
2459933 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.206248 1.184588 0.994426 2.266413 1.577625 1.230848 -0.411769 -2.133293 0.6212 0.6491 0.3975 nan nan
2459932 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.256319 2.147382 1.126008 1.777003 -0.489381 -0.951724 -2.226272 -3.560456 0.5502 0.5717 0.3325 nan nan
2459931 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.249202 1.391264 1.068343 2.210969 -0.835684 1.207417 -1.093721 -2.344638 0.6383 0.6606 0.3897 nan nan
2459930 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.041931 0.829820 1.059801 1.736894 -0.989273 0.934981 -0.988078 -2.103357 0.6304 0.6524 0.3948 nan nan
2459929 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.172233 0.263561 -0.158717 0.804512 -0.641512 -0.450753 -0.654428 -0.161910 0.7387 0.7269 0.2363 nan nan
2459928 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.165440 1.135581 0.097734 1.655130 2.411918 1.048548 0.597633 -2.078011 0.6055 0.6166 0.3853 nan nan
2459927 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.193536 1.651120 0.346234 0.989496 -0.123187 -1.285227 -1.224995 -1.631300 0.5738 0.5701 0.3229 nan nan
2459926 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.315784 1.758335 -0.891708 0.126147 -1.460286 -1.363290 -1.291790 -1.386898 0.7445 0.7597 0.2312 nan nan
2459925 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.220779 -0.041101 -0.282989 0.914731 -0.948673 -1.192585 -1.306153 -0.608185 0.7202 0.7068 0.2613 nan nan
2459924 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.355241 0.420173 -0.185386 1.082996 -0.759003 -0.153255 -0.150701 -0.930433 0.6402 0.6579 0.3781 nan nan
2459923 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.347237 0.355798 0.039623 1.111863 -1.342763 -0.596344 -1.060760 -0.741066 0.6812 0.6959 0.3545 nan nan
2459922 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.083094 0.490676 0.561975 1.452880 -0.757198 1.112338 -0.504986 -1.717460 0.6327 0.6632 0.4050 nan nan
2459921 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.410558 0.362404 0.218096 0.736564 -1.472586 0.225586 -0.620723 -2.171634 0.6358 0.6623 0.4180 nan nan
2459920 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.505833 0.402996 0.216116 0.802156 -0.946357 0.453728 -1.607661 -2.794547 0.6375 0.6626 0.4177 nan nan
2459919 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.415110 0.776920 0.652171 1.342472 -0.594952 0.854709 -1.802447 -2.836614 0.6359 0.6578 0.3871 nan nan
2459918 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.088859 1.030449 0.732306 1.509246 -0.559633 0.831916 -1.162227 -2.430145 0.6467 0.6707 0.3988 nan nan
2459917 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.398394 0.344894 0.436950 1.471940 0.259172 -0.980913 -0.342600 -2.492916 0.6738 0.7006 0.4633 nan nan
2459916 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.200737 0.805091 0.436976 1.186357 -1.058003 0.665821 -1.804253 -2.880152 0.6435 0.6691 0.4019 nan nan
2459915 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.272613 0.759834 0.676173 1.919221 -0.661343 1.339879 -0.948647 -1.523919 0.6767 0.6953 0.3731 nan nan
2459914 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.079591 0.674825 0.811874 2.278486 -0.702929 0.944596 -0.778320 -0.323375 0.6969 0.7180 0.3274 nan nan
2459913 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.680359 1.107514 -0.000652 1.765069 5.785830 1.418497 4.988378 -1.233056 0.6469 0.6659 0.4089 nan nan
2459912 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.702455 0.595260 -0.262868 1.098445 5.546773 -0.474530 4.322312 -1.582504 0.6300 0.6672 0.4094 nan nan
2459911 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.169060 0.723273 0.104201 1.325248 5.540572 -0.226305 0.617197 -0.798262 0.6317 0.6648 0.4122 nan nan
2459910 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.033011 0.802148 0.099960 1.233915 6.477645 -0.171995 -0.305565 -1.904485 0.6355 0.6665 0.4093 nan nan
2459909 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.049004 0.612284 -0.178262 0.961658 5.674796 -0.388200 1.148932 -2.115540 0.6331 0.6656 0.4092 nan nan
2459908 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.067169 0.526935 0.070625 0.905117 3.566059 -0.610114 -0.742480 -2.295113 0.6407 0.6745 0.4082 nan nan
2459907 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.072044 0.639851 0.084841 0.970469 3.674406 -0.027791 -0.868296 -2.017326 0.6381 0.6710 0.4067 nan nan
2459906 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.141684 0.838963 0.181408 1.666860 2.509796 1.302732 0.961520 -2.410200 0.6247 0.6625 0.4079 nan nan
2459905 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.525708 0.830999 -0.223674 1.576110 -1.328557 0.747084 2.450136 -2.311528 0.6187 0.6606 0.4118 nan nan
2459904 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.248177 0.744846 0.040136 1.886948 -1.198563 1.188695 5.363950 -2.878932 0.6225 0.6605 0.4047 nan nan
2459903 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.081490 0.770174 -0.054255 1.456724 1.306662 1.133207 0.778415 -3.201384 0.6290 0.6645 0.4099 nan nan
2459902 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.175048 1.003999 0.367874 1.891420 2.324948 1.131881 -0.530761 -2.137959 0.6360 0.6659 0.4005 nan nan
2459901 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.044666 0.658450 -0.207755 1.106100 -0.717579 1.010756 -0.963056 -2.017262 0.6256 0.6599 0.4119 nan nan
2459900 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.123029 1.497050 0.702470 0.803805 -0.902531 -0.838957 -1.441852 -1.645807 0.5799 0.6150 0.3437 nan nan
2459898 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.862389 1.166460 0.835264 1.059578 -0.829503 -0.190951 -0.857794 -2.366675 0.6381 0.6654 0.4084 nan nan
2459897 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.011859 1.312998 1.180843 1.237743 -0.393104 0.287784 -1.844658 -2.607459 0.6426 0.6644 0.4070 nan nan
2459896 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.889507 1.295721 1.051002 1.174693 -0.674309 -0.765343 -1.526937 -1.873575 0.6495 0.6728 0.4026 nan nan
2459895 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.168542 1.064643 1.406688 2.308969 -0.267190 1.429695 0.716946 0.764687 0.7276 0.7370 0.2981 nan nan
2459894 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.996892 1.257919 0.978119 1.217271 -0.289194 0.320129 -1.336435 -2.596854 0.6563 0.6745 0.3915 nan nan
2459893 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.828072 1.297159 0.833569 0.938169 -0.519871 -0.372324 -2.104220 -2.813431 0.6560 0.6747 0.3936 nan nan
2459892 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.814976 1.288168 1.019119 1.216878 -0.903454 0.578369 -2.168946 -2.672453 0.6503 0.6761 0.3970 nan nan
2459891 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.640609 1.108442 1.337764 1.484248 -0.814064 -0.842339 -1.998610 -2.281643 0.6424 0.6675 0.4007 nan nan
2459890 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.952911 1.119846 1.368056 2.260746 -0.538782 0.257843 -0.723561 -2.067193 0.6446 0.6645 0.3992 nan nan
2459889 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.092333 1.273071 1.238273 1.445860 -0.902777 -0.159232 -0.737328 -2.926603 0.6530 0.6688 0.3949 nan nan
2459888 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.855161 0.972547 1.355133 1.896101 -0.187625 -0.025845 -0.895251 -1.101891 0.6679 0.6854 0.3901 nan nan
2459887 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.772225 2.030771 0.355732 1.105320 -1.808358 -0.596811 -0.702109 -1.285766 0.6539 0.6618 0.3932 nan nan
2459886 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.047861 3.485472 0.965711 1.349367 -0.262660 0.561035 -0.170786 -0.022765 0.7194 0.7009 0.3491 nan nan
2459885 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.694566 3.824045 27.026694 32.449842 3.505411 5.400949 9.537071 6.138842 0.6935 0.6968 0.3692 nan nan
2459884 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.584627 1.001783 1.297242 1.922076 -0.478838 -0.840328 -0.825629 -2.244451 0.6539 0.6615 0.4033 nan nan
2459883 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.858980 3.400981 23.951384 28.302547 1.407092 2.801310 2.424550 -2.428771 0.6589 0.6728 0.3922 nan nan
2459882 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.074253 5.413494 27.501212 33.405374 2.551647 4.205706 1.325455 -1.741175 0.6599 0.6729 0.3889 nan nan
2459881 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.634346 3.362071 31.107599 38.024795 3.516526 8.339068 -1.463148 0.232046 0.7033 0.7205 0.3330 nan nan
2459880 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.052808 3.690008 24.993884 30.220122 1.450163 2.259403 1.141029 -1.800242 0.6546 0.6696 0.4012 nan nan
2459879 not_connected 100.00% 100.00% 100.00% 0.00% - - 185.843986 186.348445 inf inf 3075.638085 3192.645973 9616.557716 9740.606230 nan nan nan nan nan
2459878 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.990406 3.711852 30.863987 36.746209 2.331864 4.421558 0.842493 -3.809184 0.6516 0.6759 0.4063 nan nan
2459876 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.284386 3.729940 21.791458 25.249433 6.830588 14.042827 -1.163005 -3.468165 0.6690 0.6688 0.4040 nan nan
2459875 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459874 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.891246 5.079701 15.143815 17.724990 3.827038 7.593977 -1.799542 -3.225726 0.6696 0.6656 0.3981 nan nan
2459873 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.670312 3.472202 20.070802 24.506025 1.416702 2.781658 -0.472880 -1.943213 0.6668 0.6604 0.3991 nan nan
2459872 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.890417 2.983824 26.990840 32.593799 4.093628 9.190044 -1.414443 -2.821963 0.6733 0.6707 0.4062 nan nan
2459871 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.322833 2.523048 27.457858 33.277326 5.144007 6.998424 1.277305 -1.634233 0.6782 0.6660 0.4003 nan nan
2459870 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.006890 4.499555 20.354109 23.875031 3.140775 3.793053 -2.065614 -3.697725 0.6786 0.6705 0.4041 nan nan
2459869 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.948259 4.122899 19.904095 23.289976 4.812475 6.758486 1.197509 0.149540 0.6882 0.6890 0.3966 nan nan
2459868 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.020999 4.346947 30.984705 38.096328 2.333233 4.183318 -1.289881 -4.048758 0.6669 0.6649 0.4145 nan nan
2459867 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.540360 2.856464 24.768026 29.921406 1.715940 1.820169 -0.241210 -2.804013 0.6745 0.6667 0.4174 nan nan
2459866 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.904472 3.233092 23.091020 27.462191 2.078619 1.527409 -1.184372 -2.249529 0.6810 0.6715 0.4088 nan nan
2459865 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.914315 3.896774 29.589316 36.936844 3.915458 6.198334 6.856215 5.697046 0.7010 0.6917 0.3825 nan nan
2459864 not_connected 100.00% 0.00% 0.00% 0.00% - - 7.830430 9.348158 24.431078 24.494026 5.483175 8.947288 -5.934556 -6.272246 0.6751 0.6532 0.4293 nan nan
2459863 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.299793 5.307999 4.147923 4.022896 1.585015 2.104827 -3.200759 -4.023477 0.6720 0.6475 0.4164 nan nan
2459862 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.908738 7.002335 29.464767 29.267047 7.478318 12.620876 -2.536284 -3.092680 0.6579 0.6842 0.4299 nan nan
2459861 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.109155 3.716508 2.833104 2.473712 0.585942 0.217655 -3.900575 -4.402133 0.6868 0.6636 0.4294 nan nan
2459860 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.590615 5.097160 22.435510 22.125633 10.323019 14.678188 -2.299890 -3.351786 0.6866 0.6562 0.4272 nan nan
2459859 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.061670 3.130500 2.915110 2.464707 0.835001 0.216629 -2.412524 -2.922979 0.6933 0.6610 0.4226 nan nan
2459858 not_connected 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.042627 3.468368 2.634102 2.294387 0.585636 -0.285007 -4.229243 -4.508992 0.7050 0.6687 0.4347 2.834957 2.638903
2459857 not_connected 100.00% 100.00% 100.00% 0.00% - - 25.011257 24.319911 11.192288 11.234026 11.908282 12.644056 47.511844 49.794054 0.0329 0.0333 0.0001 nan nan
2459856 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.456241 6.571342 20.579751 20.140595 4.427210 7.416480 -3.855797 -4.192125 0.6929 0.6816 0.4195 2.539507 2.367029
2459855 not_connected 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 75.881435 75.479274 inf inf 4363.644384 4363.637796 4165.170593 4164.518655 0.0078 0.0074 0.0008 0.000000 0.000000
2459854 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.091192 2.905401 12.795624 13.774311 -0.109505 0.860952 -1.663388 -2.396952 0.7075 0.7389 0.4495 2.958963 2.546763
2459853 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.573063 2.390249 16.518311 17.670874 1.761878 2.120566 -1.943922 -3.095155 0.7241 0.6789 0.4453 3.467913 3.190201
2459852 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.751524 4.600523 16.019201 17.930810 7.600349 7.748574 10.669393 12.286929 0.8068 0.8115 0.2810 5.061433 5.313942
2459851 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.424535 5.721825 18.290166 18.712407 5.136981 19.531101 2.595111 12.554404 0.7383 0.7332 0.3645 2.947240 2.757466
2459850 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.756966 2.875865 15.622652 16.339374 2.289820 5.817607 -0.162938 5.688537 0.7264 0.7462 0.3676 3.055441 2.934204
2459849 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.462089 3.252888 31.426852 32.725173 1.455625 1.917992 -1.101786 -1.991814 0.7257 0.7377 0.3724 2.666661 2.601147
2459848 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.249655 3.252682 22.563517 23.646458 2.939821 5.694635 -1.884104 -2.397765 0.7063 0.7439 0.3900 3.020885 2.916021
2459847 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.259168 2.967894 21.219578 22.555682 3.552427 9.952180 -1.091694 -2.153773 0.7107 0.6777 0.4466 2.294399 2.126464
2459846 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.323195 10.686406 16.743820 18.225408 10.055065 9.471941 -0.553845 -1.246931 0.8334 0.6628 0.5100 5.889580 2.806949
2459845 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.599176 3.884000 28.685894 30.209084 2.852849 3.243865 -1.361721 -2.842054 0.7304 0.7494 0.3811 0.000000 0.000000
2459844 not_connected 100.00% 100.00% 100.00% 0.00% - - 30.002485 31.338418 77.490359 77.675570 9.441747 10.310696 26.926853 30.985971 0.0329 0.0312 0.0011 nan nan
2459843 not_connected 100.00% 0.66% 0.66% 0.00% 100.00% 0.00% 8.571797 9.063615 18.894662 18.882324 9.044108 13.570397 -3.467713 -3.625519 0.7234 0.7304 0.4032 3.199406 2.977271
2459842 not_connected 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.692769 1.065845 0.032863 -0.545466 -1.724607 -1.924796 -2.168986 -2.150311 0.7231 0.6295 0.2847 2.815679 2.653751
2459841 not_connected 100.00% 100.00% 100.00% 0.00% - - 63.247197 60.254380 72.102045 74.242901 58.350812 61.713181 43.956170 44.148228 0.0325 0.0318 0.0002 nan nan

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 48: 2459976

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.348420 0.818236 0.068475 1.733252 0.352584 2.348420 -0.485328 -1.878955 -0.476889

Antenna 48: 2459975

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.662238 -0.031166 0.893797 0.352527 1.781967 -0.925313 2.662238 -0.505938 -1.857651

Antenna 48: 2459974

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.803058 0.015446 0.772301 0.432090 1.841690 -0.418342 2.803058 -0.687532 -3.076068

Antenna 48: 2459973

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 1.807235 -0.093660 0.780483 0.507325 1.580827 -0.533839 1.807235 -0.670552 -1.737429

Antenna 48: 2459972

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Power inf 110.529759 105.161054 inf inf 2454.194828 2446.943585 4367.476317 4269.085888

Antenna 48: 2459971

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.946145 0.151670 0.762045 0.428946 2.020777 -0.611862 2.946145 0.448216 -1.350606

Antenna 48: 2459970

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.975060 1.025867 0.080161 2.147058 0.753779 2.975060 -0.597581 -1.403972 0.830391

Antenna 48: 2459969

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.592695 -0.046610 0.946889 0.790848 1.806482 -0.979624 2.592695 -1.591948 -2.376635

Antenna 48: 2459968

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 3.883188 -0.043875 -0.199343 1.003454 2.248465 -0.665511 3.883188 0.187524 1.676008

Antenna 48: 2459967

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 3.498134 0.246060 1.014193 0.895784 2.586431 -0.818348 3.498134 0.186936 -0.953714

Antenna 48: 2459966

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 3.270697 1.127545 0.502360 2.382547 0.863259 3.270697 -0.725748 -1.216996 0.147185

Antenna 48: 2459965

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.033618 1.093780 0.211961 2.033618 0.711671 1.845377 -0.693802 0.056273 0.583659

Antenna 48: 2459962

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.378769 0.300755 0.261304 2.378769 0.473848 1.319355 -1.054475 0.494556 -0.381323

Antenna 48: 2459961

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.142178 0.154823 0.316373 2.142178 0.642008 1.385625 -1.351007 1.195839 -0.653188

Antenna 48: 2459960

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.315330 0.816113 -0.007133 2.315330 0.730253 1.430249 -0.972786 -0.075661 -0.731286

Antenna 48: 2459959

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.170535 -0.507001 0.827812 0.380222 2.170535 -0.991422 1.958773 -0.734663 -1.661121

Antenna 48: 2459958

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.274742 0.948465 0.149760 2.274742 0.651444 1.813604 -0.856743 -1.547749 -0.193312

Antenna 48: 2459957

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.662574 0.820931 0.074829 2.344345 0.791786 2.662574 -0.631581 -1.346906 0.234158

Antenna 48: 2459956

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.364410 0.403306 0.816996 2.364410 0.882460 2.364058 -0.974874 1.319211 -0.011519

Antenna 48: 2459955

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.214281 0.084630 0.820708 0.688180 2.211133 -0.932879 2.214281 -0.254352 -1.914663

Antenna 48: 2459954

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.633795 1.271190 -0.014413 2.318846 1.040080 2.633795 -1.122212 -2.594888 -0.779482

Antenna 48: 2459953

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.521346 1.104005 -0.010580 2.347947 0.905355 2.521346 -0.931056 -1.707484 -0.567178

Antenna 48: 2459952

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.286465 1.426029 -0.081988 2.286465 1.118892 2.058579 -0.914381 -2.733074 -1.169438

Antenna 48: 2459951

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.100394 0.925587 -0.137033 1.786069 0.695377 2.100394 -0.768258 -2.739286 -1.951305

Antenna 48: 2459950

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.509874 1.220842 -0.160726 1.955443 0.868384 2.509874 -0.846702 -2.236503 -0.861694

Antenna 48: 2459949

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 2.147608 -0.245272 0.997174 0.587339 1.782573 -0.809323 2.147608 -1.323968 -2.027257

Antenna 48: 2459948

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.088175 -0.335091 0.793545 0.730720 2.088175 -0.986821 1.810240 -1.169328 -1.353058

Antenna 48: 2459947

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 1.658942 1.658942 -0.282947 1.321245 0.267558 0.988229 -1.081681 -0.751880 -1.119578

Antenna 48: 2459946

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Discontinuties 5.661363 0.783549 -0.136280 1.453422 0.241103 1.797551 0.162111 -2.444535 5.661363

Antenna 48: 2459945

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 1.290700 0.714636 -0.429071 1.117419 0.111038 1.290700 -0.026598 -2.580779 -0.684450

Antenna 48: 2459944

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.303100 -0.534366 0.675263 0.173645 1.303100 -1.104121 1.045660 1.069769 -1.709478

Antenna 48: 2459943

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 1.440837 0.590625 -0.451065 1.273028 0.323754 1.440837 0.668924 -1.611434 0.212280

Antenna 48: 2459942

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 1.764870 0.859246 -0.352401 1.440762 0.198476 1.764870 0.267992 -1.758648 0.130121

Antenna 48: 2459941

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Discontinuties 4.421023 0.760379 -0.057195 1.349901 0.149950 1.870030 -0.922858 -1.681181 4.421023

Antenna 48: 2459940

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Discontinuties 4.939571 0.415552 -0.344599 0.978793 -0.096849 1.510021 -1.150415 -2.143831 4.939571

Antenna 48: 2459939

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Temporal Variability 1.393554 0.365174 -0.144012 1.074316 0.090530 1.393554 0.564929 -1.653389 0.711435

Antenna 48: 2459938

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Discontinuties 1.691946 0.384583 0.103459 1.311804 0.232679 1.155975 1.497991 -0.819691 1.691946

Antenna 48: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Variability 1.766557 0.108648 0.449204 -0.206533 1.373292 1.766557 1.176716 -0.313947 -1.483579

Antenna 48: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Power inf 193.828446 193.875199 inf inf 3740.480006 3780.872480 902.697246 916.120651

Antenna 48: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Discontinuties 2.236520 0.796921 0.021940 1.535495 0.454879 0.975480 -1.171936 -2.204367 2.236520

Antenna 48: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.040410 0.272219 1.405945 0.935849 2.040410 0.154614 1.582865 0.599316 -1.751034

Antenna 48: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.266413 1.184588 0.206248 2.266413 0.994426 1.230848 1.577625 -2.133293 -0.411769

Antenna 48: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 2.147382 2.147382 0.256319 1.777003 1.126008 -0.951724 -0.489381 -3.560456 -2.226272

Antenna 48: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.210969 0.249202 1.391264 1.068343 2.210969 -0.835684 1.207417 -1.093721 -2.344638

Antenna 48: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.736894 0.041931 0.829820 1.059801 1.736894 -0.989273 0.934981 -0.988078 -2.103357

Antenna 48: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 0.804512 0.263561 -0.172233 0.804512 -0.158717 -0.450753 -0.641512 -0.161910 -0.654428

Antenna 48: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Variability 2.411918 1.135581 -0.165440 1.655130 0.097734 1.048548 2.411918 -2.078011 0.597633

Antenna 48: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 1.651120 1.651120 -0.193536 0.989496 0.346234 -1.285227 -0.123187 -1.631300 -1.224995

Antenna 48: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 1.758335 1.758335 -0.315784 0.126147 -0.891708 -1.363290 -1.460286 -1.386898 -1.291790

Antenna 48: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 0.914731 -0.220779 -0.041101 -0.282989 0.914731 -0.948673 -1.192585 -1.306153 -0.608185

Antenna 48: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.082996 -0.355241 0.420173 -0.185386 1.082996 -0.759003 -0.153255 -0.150701 -0.930433

Antenna 48: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.111863 0.355798 -0.347237 1.111863 0.039623 -0.596344 -1.342763 -0.741066 -1.060760

Antenna 48: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.452880 0.490676 -0.083094 1.452880 0.561975 1.112338 -0.757198 -1.717460 -0.504986

Antenna 48: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 0.736564 -0.410558 0.362404 0.218096 0.736564 -1.472586 0.225586 -0.620723 -2.171634

Antenna 48: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 0.802156 0.402996 -0.505833 0.802156 0.216116 0.453728 -0.946357 -2.794547 -1.607661

Antenna 48: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.342472 -0.415110 0.776920 0.652171 1.342472 -0.594952 0.854709 -1.802447 -2.836614

Antenna 48: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.509246 1.030449 -0.088859 1.509246 0.732306 0.831916 -0.559633 -2.430145 -1.162227

Antenna 48: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.471940 0.344894 -0.398394 1.471940 0.436950 -0.980913 0.259172 -2.492916 -0.342600

Antenna 48: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.186357 -0.200737 0.805091 0.436976 1.186357 -1.058003 0.665821 -1.804253 -2.880152

Antenna 48: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.919221 -0.272613 0.759834 0.676173 1.919221 -0.661343 1.339879 -0.948647 -1.523919

Antenna 48: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.278486 -0.079591 0.674825 0.811874 2.278486 -0.702929 0.944596 -0.778320 -0.323375

Antenna 48: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Variability 5.785830 1.107514 0.680359 1.765069 -0.000652 1.418497 5.785830 -1.233056 4.988378

Antenna 48: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Variability 5.546773 0.595260 0.702455 1.098445 -0.262868 -0.474530 5.546773 -1.582504 4.322312

Antenna 48: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Variability 5.540572 0.723273 0.169060 1.325248 0.104201 -0.226305 5.540572 -0.798262 0.617197

Antenna 48: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Variability 6.477645 0.802148 0.033011 1.233915 0.099960 -0.171995 6.477645 -1.904485 -0.305565

Antenna 48: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Variability 5.674796 0.612284 0.049004 0.961658 -0.178262 -0.388200 5.674796 -2.115540 1.148932

Antenna 48: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Variability 3.566059 -0.067169 0.526935 0.070625 0.905117 3.566059 -0.610114 -0.742480 -2.295113

Antenna 48: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Variability 3.674406 0.639851 -0.072044 0.970469 0.084841 -0.027791 3.674406 -2.017326 -0.868296

Antenna 48: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Variability 2.509796 0.838963 0.141684 1.666860 0.181408 1.302732 2.509796 -2.410200 0.961520

Antenna 48: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Discontinuties 2.450136 0.830999 0.525708 1.576110 -0.223674 0.747084 -1.328557 -2.311528 2.450136

Antenna 48: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Discontinuties 5.363950 0.744846 0.248177 1.886948 0.040136 1.188695 -1.198563 -2.878932 5.363950

Antenna 48: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.456724 0.770174 0.081490 1.456724 -0.054255 1.133207 1.306662 -3.201384 0.778415

Antenna 48: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Temporal Variability 2.324948 0.175048 1.003999 0.367874 1.891420 2.324948 1.131881 -0.530761 -2.137959

Antenna 48: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.106100 0.044666 0.658450 -0.207755 1.106100 -0.717579 1.010756 -0.963056 -2.017262

Antenna 48: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 1.497050 1.123029 1.497050 0.702470 0.803805 -0.902531 -0.838957 -1.441852 -1.645807

Antenna 48: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 1.166460 1.166460 0.862389 1.059578 0.835264 -0.190951 -0.829503 -2.366675 -0.857794

Antenna 48: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 1.312998 1.312998 1.011859 1.237743 1.180843 0.287784 -0.393104 -2.607459 -1.844658

Antenna 48: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 1.295721 1.295721 0.889507 1.174693 1.051002 -0.765343 -0.674309 -1.873575 -1.526937

Antenna 48: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.308969 1.168542 1.064643 1.406688 2.308969 -0.267190 1.429695 0.716946 0.764687

Antenna 48: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 1.257919 1.257919 0.996892 1.217271 0.978119 0.320129 -0.289194 -2.596854 -1.336435

Antenna 48: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 1.297159 0.828072 1.297159 0.833569 0.938169 -0.519871 -0.372324 -2.104220 -2.813431

Antenna 48: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 1.288168 1.288168 0.814976 1.216878 1.019119 0.578369 -0.903454 -2.672453 -2.168946

Antenna 48: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.484248 0.640609 1.108442 1.337764 1.484248 -0.814064 -0.842339 -1.998610 -2.281643

Antenna 48: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 2.260746 1.119846 0.952911 2.260746 1.368056 0.257843 -0.538782 -2.067193 -0.723561

Antenna 48: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.445860 1.092333 1.273071 1.238273 1.445860 -0.902777 -0.159232 -0.737328 -2.926603

Antenna 48: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.896101 0.972547 0.855161 1.896101 1.355133 -0.025845 -0.187625 -1.101891 -0.895251

Antenna 48: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 2.030771 2.030771 0.772225 1.105320 0.355732 -0.596811 -1.808358 -1.285766 -0.702109

Antenna 48: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Shape 3.485472 1.047861 3.485472 0.965711 1.349367 -0.262660 0.561035 -0.170786 -0.022765

Antenna 48: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 32.449842 3.824045 3.694566 32.449842 27.026694 5.400949 3.505411 6.138842 9.537071

Antenna 48: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 1.922076 1.001783 0.584627 1.922076 1.297242 -0.840328 -0.478838 -2.244451 -0.825629

Antenna 48: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 28.302547 3.400981 2.858980 28.302547 23.951384 2.801310 1.407092 -2.428771 2.424550

Antenna 48: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 33.405374 5.413494 5.074253 33.405374 27.501212 4.205706 2.551647 -1.741175 1.325455

Antenna 48: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 38.024795 3.362071 2.634346 38.024795 31.107599 8.339068 3.516526 0.232046 -1.463148

Antenna 48: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 30.220122 3.690008 3.052808 30.220122 24.993884 2.259403 1.450163 -1.800242 1.141029

Antenna 48: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power inf 186.348445 185.843986 inf inf 3192.645973 3075.638085 9740.606230 9616.557716

Antenna 48: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 36.746209 3.711852 2.990406 36.746209 30.863987 4.421558 2.331864 -3.809184 0.842493

Antenna 48: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 25.249433 3.284386 3.729940 21.791458 25.249433 6.830588 14.042827 -1.163005 -3.468165

Antenna 48: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 48: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 17.724990 4.891246 5.079701 15.143815 17.724990 3.827038 7.593977 -1.799542 -3.225726

Antenna 48: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
48 N06 not_connected nn Power 24.506025 3.670312 3.472202 20.070802 24.506025 1.416702 2.781658 -0.472880 -1.943213
In [ ]: